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The objective of this study was to compare a clustering-related technique assignment of emergency department patients with the admission output using the k-means algorithm. Incorporating such a model into triage practice could theoretically shorten waiting times and reduce ED overcrowding.<\/jats:p>","DOI":"10.3233\/shti220775","type":"book-chapter","created":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T07:38:19Z","timestamp":1656574699000},"source":"Crossref","is-referenced-by-count":3,"title":["Exploratory Clustering for Emergency Department Patients"],"prefix":"10.3233","author":[{"given":"Georgios","family":"Feretzakis","sequence":"first","affiliation":[{"name":"School of Science and Technology, Hellenic Open University, Patras, Greece"},{"name":"Department of Quality Control, Research and Continuing Education, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aikaterini","family":"Sakagianni","sequence":"additional","affiliation":[{"name":"IT department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitris","family":"Kalles","sequence":"additional","affiliation":[{"name":"School of Science and Technology, Hellenic Open University, Patras, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evangelos","family":"Loupelis","sequence":"additional","affiliation":[{"name":"Intensive Care Unit, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lazaros","family":"Tzelves","sequence":"additional","affiliation":[{"name":"Second Department of Urology, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vasileios","family":"Panteris","sequence":"additional","affiliation":[{"name":"Gastroenterology Department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rea","family":"Chatzikyriakou","sequence":"additional","affiliation":[{"name":"Hematology Laboratory, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolaos","family":"Trakas","sequence":"additional","affiliation":[{"name":"Biochemistry Department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stavroula","family":"Kolokytha","sequence":"additional","affiliation":[{"name":"Emergency Department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Polyxeni","family":"Batiani","sequence":"additional","affiliation":[{"name":"Emergency Department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zoi","family":"Rakopoulou","sequence":"additional","affiliation":[{"name":"Administration, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aikaterini","family":"Tika","sequence":"additional","affiliation":[{"name":"Administration, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stavroula","family":"Petropoulou","sequence":"additional","affiliation":[{"name":"IT department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilias","family":"Dalainas","sequence":"additional","affiliation":[{"name":"Administration, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vasileios","family":"Kaldis","sequence":"additional","affiliation":[{"name":"Emergency Department, Sismanogleio General Hospital, Marousi, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Advances in Informatics, Management and Technology in Healthcare"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220775","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T07:38:19Z","timestamp":1656574699000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220775"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,29]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220775","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,29]]}}}